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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Microbiol.</journal-id>
<journal-title>Frontiers in Microbiology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Microbiol.</abbrev-journal-title>
<issn pub-type="epub">1664-302X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmicb.2017.02602</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Microbiology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Port d&#x2019;Entr&#x00E9;e for Respiratory Infections &#x2013; Does the Influenza A Virus Pave the Way for Bacteria?</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Siemens</surname> <given-names>Nikolai</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/455889/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Oehmcke-Hecht</surname> <given-names>Sonja</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Mettenleiter</surname> <given-names>Thomas C.</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Kreikemeyer</surname> <given-names>Bernd</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/171026/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Valentin-Weigand</surname> <given-names>Peter</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/156705/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Hammerschmidt</surname> <given-names>Sven</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/27623/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Molecular Genetics and Infection Biology, Interfaculty Institute for Genetics and Functional Genomics, University of Greifswald</institution>, <addr-line>Greifswald</addr-line>, <country>Germany</country></aff>
<aff id="aff2"><sup>2</sup><institution>Center for Infectious Medicine, Karolinska Institutet, Karolinska University Hospital</institution>, <addr-line>Stockholm</addr-line>, <country>Sweden</country></aff>
<aff id="aff3"><sup>3</sup><institution>Institute of Medical Microbiology, Virology and Hygiene, University Medicine Rostock</institution>, <addr-line>Rostock</addr-line>, <country>Germany</country></aff>
<aff id="aff4"><sup>4</sup><institution>Institute of Molecular Virology and Cell Biology, Friedrich-Loeffler-Institute, Federal Research Institute for Animal Health</institution>, <addr-line>Greifswald-Insel Riems</addr-line>, <country>Germany</country></aff>
<aff id="aff5"><sup>5</sup><institution>Center for Infection Medicine, Institute for Microbiology, University of Veterinary Medicine Hannover</institution>, <addr-line>Hannover</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: <italic>Mattias Collin, Lund University, Sweden</italic></p></fn>
<fn fn-type="edited-by"><p>Reviewed by: <italic>Michael S. Chaussee, University of South Dakota, United States; Isidoro Martinez, Instituto de Salud Carlos III, Spain</italic></p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x002A;Correspondence: <italic>Nikolai Siemens, <email>nikolai.siemens@uni-greifswald.de</email></italic></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Infectious Diseases, a section of the journal Frontiers in Microbiology</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>12</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>8</volume>
<elocation-id>2602</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>09</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>12</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2017 Siemens, Oehmcke-Hecht, Mettenleiter, Kreikemeyer, Valentin-Weigand and Hammerschmidt.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Siemens, Oehmcke-Hecht, Mettenleiter, Kreikemeyer, Valentin-Weigand and Hammerschmidt</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Bacterial and viral co-infections of the respiratory tract are life-threatening and present a global burden to the global community. <italic>Staphylococcus aureus</italic>, <italic>Streptococcus pneumoniae</italic>, and <italic>Streptococcus pyogenes</italic> are frequent colonizers of the upper respiratory tract. Imbalances through acquisition of seasonal viruses, e.g., Influenza A virus, can lead to bacterial dissemination to the lower respiratory tract, which in turn can result in severe pneumonia. In this review, we summarize the current knowledge about bacterial and viral co-infections of the respiratory tract and focus on potential experimental models suitable for mimicking this disease. Transmission of IAV and pneumonia is mainly modeled by mouse infection. Few studies utilizing ferrets, rats, guinea pigs, rabbits, and non-human primates are also available. The knowledge gained from these studies led to important discoveries and advances in understanding these infectious diseases. Nevertheless, mouse and other infection models have limitations, especially in translation of the discoveries to humans. Here, we suggest the use of human engineered lung tissue, human <italic>ex vivo</italic> lung tissue, and porcine models to study respiratory co-infections, which might contribute to a greater translation of the results to humans and improve both, animal and human health.</p>
</abstract>
<kwd-group>
<kwd>pneumonia</kwd>
<kwd>co-infections</kwd>
<kwd>Influenza A virus</kwd>
<kwd>Gram-positive bacteria</kwd>
<kwd><italic>Streptococcus pneumoniae</italic></kwd>
<kwd><italic>Staphylococcus aureus</italic></kwd>
<kwd><italic>Streptococcus pyogenes</italic></kwd>
<kwd>animal models</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="254"/>
<page-count count="17"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec><title>Introduction</title>
<p>In recent years the human microbiota is more and more recognized to play a crucial role in pathogenesis of many diseases (<xref ref-type="bibr" rid="B248">Weinstock, 2012</xref>). The upper respiratory tract is a natural niche for potentially pathogenic bacteria embedded in commensal communities forming the nasopharyngeal microbiome. In particular, the microbial communities of the nasopharynx (<xref ref-type="bibr" rid="B84">Hilty et al., 2012</xref>) are associated with respiratory diseases, i.e., severe pneumonia, which are responsible for substantial mortality and morbidity in humans worldwide (<xref ref-type="bibr" rid="B171">Prina et al., 2016</xref>). The composition of the nasopharyngeal microbiome is highly dynamic (<xref ref-type="bibr" rid="B10">Biesbroek et al., 2014a</xref>,<xref ref-type="bibr" rid="B11">b</xref>,<xref ref-type="bibr" rid="B12">c</xref>) and many factors, including environmental and host factors, can affect microbial colonization (<xref ref-type="bibr" rid="B106">Koppen et al., 2015</xref>). Recent studies on neonates have shown that the respiratory microbiota develops from initially maternally transmitted mixed flora with predominance of <italic>Streptococcus viridans</italic> species to niche-specific bacterial profiles containing mostly <italic>Staphylococcus aureus</italic> at around 1 week of age (<xref ref-type="bibr" rid="B17">Bosch et al., 2016a</xref>). Between 2 weeks and 6 months after birth, the staphylococcal predominance declines and colonization with <italic>Streptococcus pneumoniae</italic> (pneumococci) as a predominant pathobiont emerges (<xref ref-type="bibr" rid="B137">Miller et al., 2011</xref>; <xref ref-type="bibr" rid="B17">Bosch et al., 2016a</xref>,<xref ref-type="bibr" rid="B18">b</xref>). The dynamic microbiome composition is guaranteed through the interplay between bacterial species, other microbes, and changing environmental conditions, as well as host&#x2013;bacteria interactions (<xref ref-type="bibr" rid="B15">Blaser and Falkow, 2009</xref>). Most of the time, the microbiome and its interplay with the human host are believed to be beneficial for both (<xref ref-type="bibr" rid="B163">Pettigrew et al., 2008</xref>; <xref ref-type="bibr" rid="B142">Murphy et al., 2009</xref>). However, imbalances in microbial composition can lead to acquisition of new viral or bacterial species and invasion of potential pathogens, which in turn can become detrimental, especially in elderly people and children with an exhausted or immature immune system (<xref ref-type="bibr" rid="B163">Pettigrew et al., 2008</xref>; <xref ref-type="bibr" rid="B15">Blaser and Falkow, 2009</xref>; <xref ref-type="bibr" rid="B142">Murphy et al., 2009</xref>).</p>
<p>One particular example showing imbalances introduced by single dosage of antibiotics was demonstrated by Ichinohe and colleagues (<xref ref-type="bibr" rid="B89">Ichinohe et al., 2011</xref>). While commensal respiratory microbiota facilitated immune-support against Influenza A virus infection (IAV), oral treatment with antibiotics resulted not only in a shift of bacterial composition, but also in impaired CD4 T-, CD8 T-, and B-cell immunity following infection with IAV in mice (<xref ref-type="bibr" rid="B89">Ichinohe et al., 2011</xref>). Analyses of human oropharyngeal microbiomes during the 2009 H1N1 IAV pandemic revealed that at the phylum level, the abundance of Fermicutes and Proteobacteria was augmented in pneumonia patients as compared to healthy controls (<xref ref-type="bibr" rid="B112">Leung et al., 2013</xref>). However, another study published in the same year contradicted these results (<xref ref-type="bibr" rid="B29">Chaban et al., 2013</xref>). Chaban and colleagues analyzed microbiomes of 65 patients from H1N1 IAV outbreak in 2009. Although the phylogenetic composition of pneumonia patients was dominated by Fermicutes, Proteobacteria, and Actinobacteria, no significant differences between the patients and healthy controls or any other variables tested, including age and gender, were observed (<xref ref-type="bibr" rid="B29">Chaban et al., 2013</xref>).</p>
<p>In this review we discuss secondary bacterial infections of the respiratory tract after primary infection by IAV with a focus on mechanisms by which these interactions are potentially mediated, and we will provide insight into the host contribution and immunological consequences. We further focus on potential animal models suitable for mimicking asymptomatic bacterial colonization and disease progression and thus, enabling to study adaptation strategies, viral-bacterial interactions, and immune responses in these highly lethal co-infections.</p>
</sec>
<sec><title>Influenza A Viruses and Pandemics</title>
<p>Influenza A viruses belong to the family of <italic>Orthomyxoviridae</italic> and based on the antigenicity of their haemagglutinin (HA) and neuraminidase (NA) they are classified into 16 classical HA and 9 classical NA subtypes (<xref ref-type="bibr" rid="B145">Neumann et al., 2009</xref>). The 8-segmented genomes of influenza A viruses are characterized by a significant plasticity. Due to point mutations and re-assortment events new variants or strains with epidemic or pandemic potential emerge (<xref ref-type="bibr" rid="B145">Neumann et al., 2009</xref>). In addition, influenza can be transmitted between animals, including swine, birds, horses, and humans, making it a zoonotic disease (<xref ref-type="bibr" rid="B233">van der Meer et al., 2010</xref>). Seasonal influenza usually resolves without consequences in healthy individuals. However, it is estimated that seasonal influenza effects 5&#x2013;10% of the world&#x2019;s population resulting in about 250,000 to 500,000 deaths annually (<xref ref-type="bibr" rid="B223">Tjon-Kon-Fat et al., 2016</xref>). At greater risk to develop secondary bacterial pneumonia are individuals with comorbidities, elderly people (age > 65), pregnant women, and children under the age of one (<xref ref-type="bibr" rid="B183">Rothberg et al., 2008</xref>).</p>
<p>For a long time it was considered that the H1N1 strain, an avian-like H1N1 virus, directly caused most of the fatalities during the 1918&#x2013;1919 pandemic (Spanish Flu), often from a hemorrhagic pneumonitis rapidly progressing to acute respiratory distress syndrome and death (<xref ref-type="bibr" rid="B156">Osterholm, 2005</xref>; <xref ref-type="bibr" rid="B67">Gerberding, 2006</xref>; <xref ref-type="bibr" rid="B159">Oxford et al., 2006</xref>). The pandemic killed around 50 million people worldwide and remains unique in its severity compared to other big outbreaks. However, many of the findings have been reinterpreted in recent years (<xref ref-type="bibr" rid="B21">Brundage and Shanks, 2007</xref>; <xref ref-type="bibr" rid="B36">Chien et al., 2009</xref>). It is estimated that around 95% of all severe cases and deaths were attributed to secondary infections with bacterial pathogens, most predominantly by <italic>Streptococcus pneumoniae</italic> (<xref ref-type="bibr" rid="B140">Morens et al., 2008</xref>). Individual studies limited to certain regions identified also other pathogens commonly colonizing the respiratory tract, including <italic>Staphylococcus aureus</italic>, group A streptococcus (GAS) and <italic>Haemophilus influenzae</italic> (<xref ref-type="bibr" rid="B22">Brundage and Shanks, 2008</xref>). During the next two pandemics (H2N2 Asian Flu 1957-1958 and H3N2 Hong Kong Flu 1968-1969) bacterial co-infections were less likely the cause of death compared to the Spanish Flu (<xref ref-type="bibr" rid="B70">Giles and Shuttleworth, 1957</xref>; <xref ref-type="bibr" rid="B226">Trotter et al., 1959</xref>). Still, pneumonia accounted for about 44% of deaths during the Asian Flu (<xref ref-type="bibr" rid="B70">Giles and Shuttleworth, 1957</xref>). Most fatalities resulting from pneumonia occurred in individuals with chronic conditions, i.e., chronic lung diseases, rheumatic carditis, and hypertension (<xref ref-type="bibr" rid="B70">Giles and Shuttleworth, 1957</xref>). In 1957&#x2013;1958, <italic>S. aureus</italic> was predominantly isolated from fatal pneumonia cases (<xref ref-type="bibr" rid="B81">Hers et al., 1957</xref>, <xref ref-type="bibr" rid="B82">1958</xref>; <xref ref-type="bibr" rid="B178">Robertson et al., 1958</xref>; <xref ref-type="bibr" rid="B124">Martin et al., 1959</xref>), whereas <italic>S. pneumoniae</italic> returned as predominant cause of severe pneumonia during the Hong Kong Flu (<xref ref-type="bibr" rid="B200">Sharrar, 1969</xref>; <xref ref-type="bibr" rid="B13">Bisno et al., 1971</xref>; <xref ref-type="bibr" rid="B24">Burk et al., 1971</xref>; <xref ref-type="bibr" rid="B192">Schwarzmann et al., 1971</xref>). Forty years later in 2009, a novel H1N1 virus of swine origin emerged and caused again a pandemic (<xref ref-type="bibr" rid="B44">Dawood et al., 2009</xref>, <xref ref-type="bibr" rid="B45">2012</xref>). In contrast to Asian and Hong Kong Flu, mortality rates were rather low, but most deaths occurred in healthy young individuals with no underlying conditions (<xref ref-type="bibr" rid="B175">Reichert et al., 2010</xref>; <xref ref-type="bibr" rid="B139">Monsalvo et al., 2011</xref>; <xref ref-type="bibr" rid="B45">Dawood et al., 2012</xref>). About 25&#x2013;50% of severe or fatal cases were linked to complications due to bacterial pneumonia (<xref ref-type="bibr" rid="B53">Dominguez-Cherit et al., 2009</xref>; <xref ref-type="bibr" rid="B57">Estenssoro et al., 2010</xref>; <xref ref-type="bibr" rid="B125">Mauad et al., 2010</xref>; <xref ref-type="bibr" rid="B201">Shieh et al., 2010</xref>). Although regional variations occurred, pneumococci and <italic>S. aureus</italic> were the most frequently isolated bacterial species (<xref ref-type="bibr" rid="B125">Mauad et al., 2010</xref>; <xref ref-type="bibr" rid="B201">Shieh et al., 2010</xref>; <xref ref-type="bibr" rid="B176">Rice et al., 2012</xref>). Group A streptococcus was absent in many local pneumonia outbreaks associated with viruses, but was predominant in others (<xref ref-type="bibr" rid="B22">Brundage and Shanks, 2008</xref>; <xref ref-type="bibr" rid="B2">Ampofo et al., 2010</xref>). When it does appear, it is typically third in incidence (<xref ref-type="bibr" rid="B33">Chaussee et al., 2011</xref>). Overall, data on pandemic outbreaks suggest that disease severity and mortality can be linked to secondary bacterial pathogens with variations depending on regions and state of immunity of the population (<xref ref-type="bibr" rid="B22">Brundage and Shanks, 2008</xref>; <xref ref-type="bibr" rid="B195">Shanks et al., 2010</xref>, <xref ref-type="bibr" rid="B196">2011</xref>; <xref ref-type="bibr" rid="B131">McCullers, 2013</xref>).</p>
</sec>
<sec><title>Gram-Positive Bacteria Associated With Respiratory Infections</title>
<p>There is increasing evidence that the nasopharyngeal microbiota plays an important role in the pathogenesis of acute viral respiratory infections (<xref ref-type="bibr" rid="B220">Teo et al., 2015</xref>; <xref ref-type="bibr" rid="B48">de Steenhuijsen Piters et al., 2016</xref>; <xref ref-type="bibr" rid="B181">Rosas-Salazar et al., 2016a</xref>,<xref ref-type="bibr" rid="B182">b</xref>). Respiratory viruses, including IAV, have been shown to alter bacterial adherence and colonization leading to an increased risk of secondary bacterial infections (<xref ref-type="bibr" rid="B224">Tregoning and Schwarze, 2010</xref>). Pneumococci, <italic>S. aureus</italic>, and GAS are important human Gram-positive pathogens. All of them are frequent colonizers of the human nasopharynx and they share many features including pathogenic mechanisms and clinical aspects (<bold>Figure <xref ref-type="fig" rid="F1">1</xref></bold>). However, they also have unique properties.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Potential models to study bacterial and viral co-infections of the respiratory tract. <italic>S. pneumoniae, S. aureus, S. pyogenes</italic>, and <italic>S. suis</italic> are frequent colonizers of the upper respiratory tract. Seasonal IAV infection can lead to an increased risk of secondary bacterial infections, i.e., pneumonia. Several experimental models can be used for studying these severe infections. Patient samples, including <italic>ex vivo</italic> lung tissue are materials of choice, but they are rare due to ethical considerations. Tissue engineering approaches closely resemble the 3D architecture, cellular composition, and matrix complexity of the respective organ and were proven as useful tool to study infectious diseases. <italic>In vivo</italic> bacterial and viral co-infections are mainly performed in mice, which does not necessarily resemble the human physiology and immune system. Thus, we suggest using the porcine model, which nearly resembles over 80% of the human immune system.</p></caption>
<graphic xlink:href="fmicb-08-02602-g001.tif"/>
</fig>
<p><italic>Staphylococcus aureus</italic> colonizes persistently about 30% of the human population and typical niches include nares, axillae, and skin (<xref ref-type="bibr" rid="B160">Peacock et al., 2001</xref>; <xref ref-type="bibr" rid="B243">von Eiff et al., 2001</xref>; <xref ref-type="bibr" rid="B232">van Belkum et al., 2009</xref>). They cause a variety of clinical manifestations ranging from mild skin infections to fatal necrotizing pneumonia. In the last decades, the pathogen became resistant to an increasing number of antibiotics and methicillin-resistant <italic>S. aureus</italic> (MRSA) is now a major cause of hospital acquired infections (<xref ref-type="bibr" rid="B78">Hartman and Tomasz, 1984</xref>; <xref ref-type="bibr" rid="B229">Ubukata et al., 1989</xref>; <xref ref-type="bibr" rid="B253">Zetola et al., 2005</xref>). Also the rise of community-acquired <italic>S. aureus</italic> strains is of special concern, because certain clones are associated with very severe infections (<xref ref-type="bibr" rid="B174">Rasigade et al., 2010</xref>). Recent prospective studies demonstrated an increase in proportion of community-acquired methicillin-sensitive <italic>S. aureus</italic> in severe pneumonia cases (<xref ref-type="bibr" rid="B128">McCaskill et al., 2007</xref>; <xref ref-type="bibr" rid="B203">Sicot et al., 2013</xref>).</p>
<p>The pneumococcus is a typical colonizer of the human nasopharynx. About 20&#x2013;50% of healthy children and 8&#x2013;30% of healthy adults are asymptomatically colonized (<xref ref-type="bibr" rid="B130">McCullers, 2006</xref>). Pneumococci cause diseases ranging from mild, i.e., sinusitis, conjunctivitis, and otitis media, to more severe and potentially life-threatening infections, including community-acquired pneumonia, bacteraemia, and meningitis (<xref ref-type="bibr" rid="B16">Bogaert et al., 2004</xref>; <xref ref-type="bibr" rid="B231">Valles et al., 2016</xref>). This bacterium is associated with high morbidity and mortality rates in risk groups such as immunocompromised individuals, children, and elderly (<xref ref-type="bibr" rid="B14">Black et al., 2010</xref>; <xref ref-type="bibr" rid="B231">Valles et al., 2016</xref>).</p>
<p>Group A streptococci colonize the mouth and upper respiratory tract in about 2&#x2013;5% of world&#x2019;s population (<xref ref-type="bibr" rid="B152">Okumura and Nizet, 2014</xref>). The most common, non-invasive and mild infections caused by GAS are tonsillitis and pharyngitis with estimated 600 million cases per year (<xref ref-type="bibr" rid="B27">Carapetis et al., 2005</xref>). Listed as number nine in the list of global killers with around 500,000 deaths annually (<xref ref-type="bibr" rid="B27">Carapetis et al., 2005</xref>), it is obvious that this pathogen can cause severe invasive infections, including pneumonia, sepsis, streptococcal toxic shock syndrome, and necrotizing skin infections (<xref ref-type="bibr" rid="B40">Cunningham, 2000</xref>; <xref ref-type="bibr" rid="B27">Carapetis et al., 2005</xref>).</p>
<p>Although all three pathogens are able to cause highly lethal diseases, the most fatal remains the pneumococcus, estimated to cause ca. 10% of all deaths in children below 5 years of age (<xref ref-type="bibr" rid="B151">O&#x2019;Brien et al., 2009</xref>), in the elderly (<xref ref-type="bibr" rid="B122">Marrie et al., 2017</xref>), and in immuno-compromised individuals (<xref ref-type="bibr" rid="B7">Baxter et al., 2016</xref>).</p>
</sec>
<sec><title>IAV Induced Lung Tissue Inflammation and Damage Trigger Subsequent Bacterial Infection</title>
<sec><title>Initial Steps of Bacterial and Viral Co-infections</title>
<p>Influenza A virus binds via HA to either &#x03B1;2,3- or &#x03B1;2,6-linked sialic acid at the surface of epithelial cells of the upper and lower respiratory tract (<xref ref-type="bibr" rid="B247">Webster et al., 1992</xref>). Seasonal strains show usually affinity to &#x03B1;2,6-linked sialic acids that are expressed in the human trachea, whereas avian-like viruses preferentially bind to &#x03B1;2,3-linked sialic acids of alveolar type II cells (<xref ref-type="bibr" rid="B202">Shinya et al., 2006</xref>; <xref ref-type="bibr" rid="B240">van Riel et al., 2007</xref>, <xref ref-type="bibr" rid="B239">2010</xref>). The release of viral genomic RNA into the cytosol activates different immune response pathways. Binding of viral RNA to retinoic acid inducible gene 1 induces the expression of type I and III interferons and activates transcription factor NF-&#x03BA;B, which in turn activates the release of pro-inflammatory cytokines (<xref ref-type="bibr" rid="B55">Durbin et al., 2013</xref>; <xref ref-type="bibr" rid="B94">Iwasaki and Pillai, 2014</xref>). In addition, inflammasome activation leads to the release of IL-1&#x03B2; and IL-18 (<xref ref-type="bibr" rid="B169">Pothlichet et al., 2013</xref>; <xref ref-type="bibr" rid="B94">Iwasaki and Pillai, 2014</xref>). All these responses are supposed to promote viral clearance. However, the presence of viral proteins during infection induces also direct activation of the intrinsic or indirectly the activation of the extrinsic apoptotic pathway via production of inflammatory cytokines, resulting in apoptosis or even necrosis of the epithelium (<xref ref-type="bibr" rid="B107">Korteweg and Gu, 2008</xref>). Furthermore, aberrant coagulation induced by virus infection causes a hyper-inflammatory response (<xref ref-type="bibr" rid="B250">Yang and Tang, 2016</xref>). All these events contribute to lung tissue injury (<xref ref-type="bibr" rid="B91">Imai et al., 2008</xref>; <xref ref-type="bibr" rid="B42">Davidson et al., 2014</xref>). The epithelial damage due to viral replication provides a beneficial environment for initial bacterial attachment (<xref ref-type="bibr" rid="B166">Plotkowski et al., 1993</xref>). On the other hand, already colonized bacteria might enhance influenza virus virulence either by directly secreting proteases that cleave and activate HA (<bold>Figure <xref ref-type="fig" rid="F2">2</xref></bold>) (<xref ref-type="bibr" rid="B19">Bottcher-Friebertshauser et al., 2013</xref>) or, indirectly, by activating host proteases such as plasminogen, which increases replication rates and infectivity of the virus (<xref ref-type="bibr" rid="B190">Scheiblauer et al., 1992</xref>; <xref ref-type="bibr" rid="B228">Tse and Whittaker, 2015</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>The interplay between IAV, bacteria, and the human host. The epithelial damage due to viral replication provides a beneficial environment for bacterial (Bact.) attachment. IAV is able to induce suppression and killing of resident alveolar macrophages (AM), which in turn delays viral clearance. The release of viral RNA activates different immune response pathways resulting in cytokine storm. Type I and III interferons compromise the immune recognition of Gram-positive bacteria by neutrophils and macrophages. In addition, they might suppress natural killer cell function (NK), including release of TNF, which activates alveolar macrophages. After initial inflammation, the situation might worsen due to cellular infiltration of the lungs by neutrophils (PMN), leading to an increased degranulation and tissue damage by effector molecules, including heparin-binding protein (HBP).</p></caption>
<graphic xlink:href="fmicb-08-02602-g002.tif"/>
</fig>
<p>Potentially pathogenic bacteria, including the three species mentioned above, express an arsenal of virulence factors responsible for attachment to human host structures. Microbial surface components recognizing adhesive matrix molecules (MSCRAMMs), such as PspC, PspA, and PsaA in pneumococci (<xref ref-type="bibr" rid="B75">Hammerschmidt, 2006</xref>), SPA, FnbA, ClfA, and ClfB in <italic>S. aureus</italic> (<xref ref-type="bibr" rid="B6">Bartlett and Hulten, 2010</xref>; <xref ref-type="bibr" rid="B157">Otto, 2010</xref>), and M-protein, PrtF1, and PrtF2 in GAS (<xref ref-type="bibr" rid="B40">Cunningham, 2000</xref>), respectively, and so-called moon-lightning proteins expressed by all three species, e.g., GAPDH, enolase or PGK (<xref ref-type="bibr" rid="B63">Fulde et al., 2013</xref>), enable the bacteria to attach to damaged cells or molecules of the extracellular matrix, including fibronectin, fibrin, fibrinogen, and collagens, or fibrinolytic proteins like plasminogen (<xref ref-type="bibr" rid="B134">McCullers and Rehg, 2002</xref>; <xref ref-type="bibr" rid="B8">Bergmann and Hammerschmidt, 2007</xref>; <xref ref-type="bibr" rid="B115">Linke et al., 2012</xref>; <xref ref-type="bibr" rid="B205">Siemens et al., 2012</xref>; <xref ref-type="bibr" rid="B244">Voss et al., 2012</xref>). Once the initial attachment occurs, bacterial cytotoxins including pneumolysin of pneumococci (<xref ref-type="bibr" rid="B65">Garcia-Suarez Mdel et al., 2007</xref>; <xref ref-type="bibr" rid="B252">Zahlten et al., 2015</xref>), &#x03B1;-hemolysin and leukocidins of <italic>S. aureus</italic> (<xref ref-type="bibr" rid="B120">Mairpady Shambat et al., 2015</xref>), and Streptolysins S and O and Streptococcal pyrogenic exotoxin B of <italic>S. pyogenes</italic> (<xref ref-type="bibr" rid="B227">Tsai et al., 1998</xref>; <xref ref-type="bibr" rid="B73">Gurel et al., 2013</xref>; <xref ref-type="bibr" rid="B206">Siemens et al., 2015</xref>, <xref ref-type="bibr" rid="B204">2016</xref>), can synergize with viral counterparts to further increase lung tissue pathology. Additional potential mechanisms by which the initial colonization of the lower respiratory tract and lung tissue damage might occur include potentiation of the development of pneumonia by IAV neuraminidase through enzymatic removal of sialic acid from the lung, thus exposing host receptors for pneumococcal adherence (<xref ref-type="bibr" rid="B132">McCullers and Bartmess, 2003</xref>). The host inflammatory state in response to viral infection can alter presentation of receptors on the surface, thus allowing bacterial invasion (<xref ref-type="bibr" rid="B39">Cundell and Tuomanen, 1994</xref>). As the patient begins to recover from viral infection, secondary bacterial infections might occur (<xref ref-type="bibr" rid="B116">Louria et al., 1959</xref>) due to the incomplete wound healing and exposure of host membrane components, including laminin, collagens type I and IV to classical bacterial MSCRAMMs (<xref ref-type="bibr" rid="B116">Louria et al., 1959</xref>; <xref ref-type="bibr" rid="B172">Puchelle et al., 2006</xref>).</p>
</sec>
<sec><title>Immune Modulation in Bacterial and Viral Co-infections</title>
<p>Epithelial cells are the first responders to infections in the lung, followed by the tissue resident alveolar macrophages. They promote viral clearance via phagocytosis, efferocytosis, and release of cytokines and chemokines to promote immune responses (<xref ref-type="bibr" rid="B79">Hashimoto et al., 2007</xref>; <xref ref-type="bibr" rid="B108">Kumagai et al., 2007</xref>; <xref ref-type="bibr" rid="B246">Wang et al., 2012</xref>; <xref ref-type="bibr" rid="B83">Hillaire et al., 2013</xref>). Respiratory viruses like IAV are able to induce suppression and killing of the resident alveolar macrophages (<bold>Figure <xref ref-type="fig" rid="F2">2</xref></bold>) (<xref ref-type="bibr" rid="B68">Ghoneim et al., 2013</xref>). These cells are usually replaced by differentiation of recruited blood derived monocytes into macrophages of different polarization patterns. This in turn creates a delay in pathogen clearance and opens a window for host susceptibility to secondary bacterial infections, colloquially named superinfections (<xref ref-type="bibr" rid="B68">Ghoneim et al., 2013</xref>). In addition, induction of interferons as a response to viral infection compromises the immune sensing of Gram-positive bacteria by neutrophils and macrophages, which would normally clear the bacteria from the lungs (<bold>Figure <xref ref-type="fig" rid="F2">2</xref></bold>) (<xref ref-type="bibr" rid="B214">Sun and Metzger, 2008</xref>; <xref ref-type="bibr" rid="B222">Tian et al., 2012</xref>). The exact mechanism underlying this phenomenon is still not understood. Several studies suggested that viral RNA activates Toll-like receptors (TLR) 2 and TLR4 and, consequently, the production of type I interferons to promote an antiviral state (<xref ref-type="bibr" rid="B194">Shahangian et al., 2009</xref>). The subsequent infection with Gram-positive bacteria, e.g., pneumococci, enhances the type I interferon expression, which in turn suppresses production of the CCL2 chemokine and recruitment of macrophages (<xref ref-type="bibr" rid="B144">Nakamura et al., 2011</xref>). Another study by <xref ref-type="bibr" rid="B194">Shahangian et al. (2009)</xref> revealed that the antiviral state leads to impaired production of neutrophil chemoattractants CXCL1 and CXCL2, which in turn promotes less effective immune responses due to attenuated neutrophil functions during the early phase of pneumococcal invasion. Other studies found that IAV exposed lungs had impaired natural killer (NK) cell responses in the airway to subsequent <italic>S. aureus</italic> infection (<xref ref-type="bibr" rid="B207">Small et al., 2010</xref>). Reduced TNF&#x03B1; production by NK cells was identified as a crucial upstream mechanism of depressed antimicrobial activities by alveolar macrophages (<bold>Figure <xref ref-type="fig" rid="F2">2</xref></bold>) (<xref ref-type="bibr" rid="B207">Small et al., 2010</xref>). It seems likely that IAV NA is also able to activate host cell receptors in a TGF-&#x03B2; dependent manner, which in turn promotes GAS invasion and subsequent lung pathology (<xref ref-type="bibr" rid="B113">Li et al., 2015</xref>). <italic>In vitro</italic> studies on the interplay between IAV-pneumococci and human dendritic cells revealed TLR3 as a crucial sensor of viral and bacterial RNA leading to enhanced IL-12p70 production, which in turn might promote an anti-viral state by upregulation of interferons (<xref ref-type="bibr" rid="B249">Yamamoto et al., 2004</xref>; <xref ref-type="bibr" rid="B211">Spelmink et al., 2016</xref>). However, it should be noted that depending on the bacterial species the disease manifestation and underlying innate immune responses might vary (<xref ref-type="bibr" rid="B199">Sharma-Chawla et al., 2016</xref>).</p>
<p>A lot of the experimental studies on disease mechanisms and immune responses are based on a subsequent bacterial infection within hours or a few days post IAV infection. However, bacterial infiltrations of the lungs might occur much later, i.e., during the onset of wound healing after partial clearance of IAV, which has been reported in most studies performed in recent years (<xref ref-type="bibr" rid="B210">Snelgrove et al., 2008</xref>; <xref ref-type="bibr" rid="B88">Hussell and Cavanagh, 2009</xref>). These processes are characterized by a general anti-inflammatory state and suppression of mechanisms involved in pathogen clearance due to increased interleukin-10 production (<xref ref-type="bibr" rid="B235">van der Sluijs et al., 2004</xref>; <xref ref-type="bibr" rid="B136">Metzger and Sun, 2013</xref>). The anti-inflammatory state suppresses the expression of pattern recognition receptors (PRR) on professional phagocytes leading to impaired phagocytosis and killing of microbes. These events might allow bacterial overgrowth in the lungs and tissue pathology (<xref ref-type="bibr" rid="B214">Sun and Metzger, 2008</xref>; <xref ref-type="bibr" rid="B72">Goulding et al., 2011</xref>).</p>
<p>Like other severe infectious diseases caused by single agents, pneumonia is characterized by hyper-inflammatory conditions of the lungs at the onset of infection followed by a hypo-inflammatory state with immune paralysis (<xref ref-type="bibr" rid="B141">Morton et al., 2014</xref>). In co-infections, after initial inflammation in response to viral infection the situation might worsen due to bacterial invasion and enhanced cellular infiltration of the lungs by neutrophils, leading to an increased tissue damage and cytokine storm (<bold>Figure <xref ref-type="fig" rid="F2">2</xref></bold>) (<xref ref-type="bibr" rid="B37">Conenello et al., 2007</xref>; <xref ref-type="bibr" rid="B127">McAuley et al., 2007</xref>, <xref ref-type="bibr" rid="B126">2010</xref>; <xref ref-type="bibr" rid="B168">Porto and Stein, 2016</xref>). Furthermore, the coagulation system becomes activated and contributes to the pathophysiological response to infection (<xref ref-type="bibr" rid="B234">van der Poll and Herwald, 2014</xref>). Bacteria like pneumococci, <italic>S. aureus</italic>, and GAS can activate and modulate the coagulation system, leading to extensive expression of tissue factor and increasing the risk of severe coagulopathy (<xref ref-type="bibr" rid="B147">Nguyen et al., 2012</xref>; <xref ref-type="bibr" rid="B198">Shannon et al., 2013</xref>; <xref ref-type="bibr" rid="B245">Walters et al., 2016</xref>).</p>
<p>Bacterial pathogens also express a variety of cytolytic toxins that can contribute to inflammation and tissue pathology. Pneumolysin, a pneumococcal pore-forming toxin with low affinity to lung epithelial cells, can damage neutrophils by utilizing P2X7 receptor (<xref ref-type="bibr" rid="B54">Domon et al., 2016</xref>). Staphylococcal cytotoxins (&#x03B1;-toxin and leukocidins, including Panton-Valentine leucocidin, PVL) are associated with severe tissue pathology, strong upregulation of chemokines, and increased neutrophil influx of the lungs (<xref ref-type="bibr" rid="B120">Mairpady Shambat et al., 2015</xref>). GAS toxins, including SLO and SpeB, are capable of directly causing tissue damage and promoting pro-inflammatory states through neutrophil lysis (<xref ref-type="bibr" rid="B209">Snall et al., 2016</xref>; <xref ref-type="bibr" rid="B230">Uhlmann et al., 2016</xref>). The cytolytic effects caused by bacterial toxins might synergize with the outcome of IAV cytotoxic accessory protein, PB1-F2, mediated tissue pathology leading to enhanced cytokine production (<xref ref-type="bibr" rid="B173">Ramos and Fernandez-Sesma, 2012</xref>). Taken together, most likely synergistic effects of the pathways that are involved in bacterial and viral inflammation lead to enhanced immune activation and higher morbidity and mortality (<xref ref-type="bibr" rid="B97">Joyce et al., 2009</xref>; <xref ref-type="bibr" rid="B105">Koppe et al., 2012</xref>; <xref ref-type="bibr" rid="B173">Ramos and Fernandez-Sesma, 2012</xref>; <xref ref-type="bibr" rid="B23">Bucasas et al., 2013</xref>; <xref ref-type="bibr" rid="B109">Kuri et al., 2013</xref>). <bold>Figure <xref ref-type="fig" rid="F2">2</xref></bold> summarizes the interplay between virus, bacteria, and host.</p>
</sec>
</sec>
<sec><title>Suitable <italic>In Vivo</italic> Models for Mimicking Respiratory Infections</title>
<sec><title>Mouse Models</title>
<p>Experimental animal models are a useful tool to study <italic>in vivo</italic> effects of different infectious agents and they represent approximately 3% of all pneumonia research published in peer-review journals (<xref ref-type="bibr" rid="B87">Hraiech et al., 2015</xref>). However, the constant increase of animal studies in the last decades is in contrast to their reproducibility in humans (<xref ref-type="bibr" rid="B74">Hackam and Redelmeier, 2006</xref>). Hackam and colleagues identified 2,000 articles published between 1980 and 2006 in seven leading scientific journals that regularly publish animal studies (<xref ref-type="bibr" rid="B74">Hackam and Redelmeier, 2006</xref>). Seventy-six out of 2,000 were highly cited with a median citation count of 889. Out of these 76 studies 28 were replicated in human randomized trials, 14 were contradicted, and 34 remained untested (<xref ref-type="bibr" rid="B74">Hackam and Redelmeier, 2006</xref>). Only 1.4% of the animal studies published in high-impact journals were translated in human randomized trials (<xref ref-type="bibr" rid="B74">Hackam and Redelmeier, 2006</xref>), whereas about 44% replication rate was reported for highly cited human studies (<xref ref-type="bibr" rid="B92">Ioannidis, 2005</xref>). In pneumonia models, mammalians are mostly used because of their anatomical and physiological proximity to humans (<xref ref-type="bibr" rid="B87">Hraiech et al., 2015</xref>). To monitor extensive physiological studies, larger mammalian species, including ferrets, dogs, rabbits, pigs, and baboons are the models of choice (<xref ref-type="bibr" rid="B138">Mizgerd and Skerrett, 2008</xref>). However, rodents and in particular mice are used more frequently as a pneumonia model organisms. Rapid reproductive rate, small size, less complicated handling, the ability to reproduce and compare results with already published bacterial and viral mono-infections, detailed knowledge of genetics and immune responses, and a plethora of available reagents to study infections in mice are reasons for the use of these animals. To avoid variations in responses due to genetic diversity inbred mice strains are useful tools for studies aiming to elucidate molecular mechanisms of diseases. In addition, genetic engineering allowed to generate a wide variety of mouse variants with gain-of-function, loss-of-function or reporter genes (<xref ref-type="bibr" rid="B138">Mizgerd and Skerrett, 2008</xref>).</p>
<p>As outlined above, many <italic>in vivo</italic> mice studies on bacterial and viral co-infections provided useful insights into severe pneumonia, including (i) the fact that viral infection primes the host for bacterial susceptibility leading to severe secondary infection (<xref ref-type="bibr" rid="B79">Hashimoto et al., 2007</xref>; <xref ref-type="bibr" rid="B194">Shahangian et al., 2009</xref>; <xref ref-type="bibr" rid="B33">Chaussee et al., 2011</xref>; <xref ref-type="bibr" rid="B144">Nakamura et al., 2011</xref>), (ii) pathogen synergism (<xref ref-type="bibr" rid="B227">Tsai et al., 1998</xref>; <xref ref-type="bibr" rid="B134">McCullers and Rehg, 2002</xref>; <xref ref-type="bibr" rid="B65">Garcia-Suarez Mdel et al., 2007</xref>; <xref ref-type="bibr" rid="B73">Gurel et al., 2013</xref>; <xref ref-type="bibr" rid="B120">Mairpady Shambat et al., 2015</xref>; <xref ref-type="bibr" rid="B252">Zahlten et al., 2015</xref>), (iii) enhanced inflammatory response at the onset of infection (<xref ref-type="bibr" rid="B107">Korteweg and Gu, 2008</xref>; <xref ref-type="bibr" rid="B55">Durbin et al., 2013</xref>; <xref ref-type="bibr" rid="B169">Pothlichet et al., 2013</xref>; <xref ref-type="bibr" rid="B94">Iwasaki and Pillai, 2014</xref>) leading to increased alveolar damage followed by immune paralysis with defective clearance of microorganisms (<xref ref-type="bibr" rid="B202">Shinya et al., 2006</xref>; <xref ref-type="bibr" rid="B240">van Riel et al., 2007</xref>, <xref ref-type="bibr" rid="B239">2010</xref>), and (iv) host receptor availability for sustained bacterial infection (<xref ref-type="bibr" rid="B116">Louria et al., 1959</xref>; <xref ref-type="bibr" rid="B166">Plotkowski et al., 1993</xref>; <xref ref-type="bibr" rid="B39">Cundell and Tuomanen, 1994</xref>; <xref ref-type="bibr" rid="B172">Puchelle et al., 2006</xref>; <xref ref-type="bibr" rid="B107">Korteweg and Gu, 2008</xref>). However, mouse models for bacterial and/or viral infections have several limitations. Most of the bacterial and viral species under study are human pathogens. In recent years it was also shown that host genetic variations and sex differences have an impact on predisposition, severity, and outcome of infection (<xref ref-type="bibr" rid="B35">Chella Krishnan et al., 2015</xref>, <xref ref-type="bibr" rid="B34">2016</xref>) While C57BL/6 and BALB/c mice are characterized by a higher resistance, DBA/2 strains are more susceptible and permissive to bacterial and viral strains (<xref ref-type="bibr" rid="B1">Alymova et al., 2011</xref>; <xref ref-type="bibr" rid="B35">Chella Krishnan et al., 2015</xref>, <xref ref-type="bibr" rid="B34">2016</xref>). In addition, transmission of IAV and bacteria is inefficient in adult mice, thus requiring alternative animal models, including neonatal mice or ferrets (<xref ref-type="bibr" rid="B50">Diavatopoulos et al., 2010</xref>; <xref ref-type="bibr" rid="B133">McCullers et al., 2010</xref>). IAV was shown to be essential for pneumococcal transmission from colonized mice to their naive littermates and the transmission occurred only when all mice were infected with IAV (<xref ref-type="bibr" rid="B50">Diavatopoulos et al., 2010</xref>).</p>
</sec>
<sec><title>Ferret Models</title>
<p>The facilitated transmission of pneumococci after IAV infection was confirmed by Mc Cullers et al. in ferrets (<italic>Mustela putorius furo</italic>) (<xref ref-type="bibr" rid="B133">McCullers et al., 2010</xref>). The pneumococcal disease manifestation and transmission between animals was enhanced if animals had previously been infected with IAV (<xref ref-type="bibr" rid="B133">McCullers et al., 2010</xref>). Ferrets are naturally susceptible to IAV isolated from different species, including humans, birds, and swine (<xref ref-type="bibr" rid="B221">Thangavel and Bouvier, 2014</xref>). The infection of ferrets with human seasonal IAV isolates results in an upper respiratory tract infection similar to human influenza infection (<xref ref-type="bibr" rid="B225">Tripp and Tompkins, 2009</xref>). In contrast to mice, non-adapted human IAV can be used for the infection. Unfortunately, there are only few reports on bacterial and IAV co-infections in this model organism. A report by Sanford and Ramsay showed enhanced staphylococcal colonization of the upper respiratory tract in IAV infected animals as compared to non-infected, while no difference between both groups was observed in group B streptococcal infection (<xref ref-type="bibr" rid="B187">Sanford and Ramsay, 1987</xref>). In contrast, Smith and Mc Cullers reported lack of establishment of staphylococcal infection even when ferrets were pre-infected with IAV (<xref ref-type="bibr" rid="B208">Smith and McCullers, 2014</xref>). The biggest advantages of using ferrets as a model include (i) their susceptibility to non-adapted human pathogens, (ii) efficiency in transmitting IAV and bacteria from one individual to another, and (iii) presentation of the clinical signs of disease manifestation akin to human influenza infection. Unfortunately, their limited availability, complex husbandry, and limited accessibility to ferret-specific reagents makes this research difficult to perform (<xref ref-type="bibr" rid="B20">Bouvier and Lowen, 2010</xref>).</p>
</sec>
<sec><title>Guinea Pig Models</title>
<p>In recent years, the guinea pig (<italic>Cavia porcellus</italic>) was also used in pneumonia research. The physiology and anatomy of the guinea pig lung resembles to a certain extent the human lung and this model organism is often used in non-infectious lung diseases, including asthma and chronic obstructive pulmonary disease (<xref ref-type="bibr" rid="B26">Canning and Chou, 2008</xref>). In addition, its commercial availability, ease of husbandry, the ability to work with non-adapted pathogens and the efficiency of transmission are reasons for using this <italic>in vivo</italic> model (<xref ref-type="bibr" rid="B20">Bouvier and Lowen, 2010</xref>). Guinea pigs are susceptible to human, avian, and swine influenza viruses. Although viral replication can be readily detected upon intranasal inoculation in the upper respiratory tract and the lungs, guinea pigs exhibit only minor clinical symptoms (<xref ref-type="bibr" rid="B117">Lowen et al., 2006</xref>; <xref ref-type="bibr" rid="B64">Gabbard et al., 2014</xref>). However, the lung pathology of human IAV infected guinea pigs correlates with the clinical severity of human infection (<xref ref-type="bibr" rid="B64">Gabbard et al., 2014</xref>). Transmission of pneumococci in guinea pigs is promoted by co-infection with Sendai virus (<xref ref-type="bibr" rid="B185">Saito et al., 1988</xref>). Guinea pigs infected with pneumococci alone and cage-mated with non-treated contact animals transmitted the bacteria only in 7% of cases, while Sendai-virus infected, co-housed guinea pigs acquired pneumococcal infection in 83% of contacts (<xref ref-type="bibr" rid="B185">Saito et al., 1988</xref>). Another study evaluated antibiotic efficacy in invasive pulmonary infection caused by penicillin resistant pneumococcus (<xref ref-type="bibr" rid="B167">Ponte et al., 1996</xref>). Intra-tracheal instillation of 3 &#x00D7; 10<sup>9</sup> CFU of <italic>S. pneumoniae</italic> induced a fatal pneumonia and bacteremia in 85% of untreated animals within 46 h (<xref ref-type="bibr" rid="B167">Ponte et al., 1996</xref>). As with ferrets, there is a paucity of data describing immune responses to pulmonary infectious agents. This is in parts due to the lack of species specific reagents, which is a disadvantage in using this model organism.</p>
</sec>
<sec><title>Rat Models</title>
<p>Recently, the cotton rat (<italic>Sigmodon hispidus</italic>) was reported to be susceptible to IAV. Nasal and pulmonary infection in adult inbred cotton rats did not require viral adaptation (<xref ref-type="bibr" rid="B158">Ottolini et al., 2005</xref>). The infection led to increased breathing rates accompanied by weight loss and decreased body temperature. Replication of IAV was more extensive in nasal tissues than the lung, and persisted for six consecutive days. Tissue pathology included damage of bronchiolar epithelium and the animals developed pneumonia which persisted for nearly 3 weeks (<xref ref-type="bibr" rid="B158">Ottolini et al., 2005</xref>). In bacteriological studies rats are more frequently used. There are numerous rat models investigating the impact of diabetes (<xref ref-type="bibr" rid="B153">Oliveira et al., 2016</xref>), metabolic syndromes (<xref ref-type="bibr" rid="B61">Feng et al., 2015</xref>), cirrhosis (<xref ref-type="bibr" rid="B170">Preheim et al., 1991</xref>), pharmaco-kinetics and dynamics (<xref ref-type="bibr" rid="B3">Antonopoulou et al., 2015</xref>; <xref ref-type="bibr" rid="B85">Hoover et al., 2015</xref>), intoxication (<xref ref-type="bibr" rid="B43">Davis et al., 1991</xref>), immunization (<xref ref-type="bibr" rid="B90">Iinuma and Okinaga, 1989</xref>), and general bacterial virulence factors (<xref ref-type="bibr" rid="B197">Shanley et al., 1996</xref>) on development of pneumococcal, streptococcal, and staphylococcal pneumonia and lung pathology. Unfortunately, there are only few studies on bacterial and viral co-infections in rats. The first was performed by <xref ref-type="bibr" rid="B76">Harford et al., 1946</xref> (<xref ref-type="bibr" rid="B76">Harford et al., 1946</xref>). The authors concluded that the secondary bacterial pneumonia does not convert the sub-lethal viral infection to a lethal outcome (<xref ref-type="bibr" rid="B76">Harford et al., 1946</xref>). Another study on human respiratory syncytial virus and <italic>S. pneumoniae</italic> revealed that rats were easily colonized with pneumococci, but viral replication after subsequent infection was strain dependent. In addition, neither pneumococci nor the virus spread from the upper to the lower respiratory tract, and neither pathogen was transmitted to naive cage mates (<xref ref-type="bibr" rid="B146">Nguyen et al., 2015</xref>). Although rats share a lot of immune features with humans, including nitric oxide production by macrophages (<xref ref-type="bibr" rid="B28">Carsillo et al., 2009</xref>), the biggest disadvantages are low animal availability, aggressiveness of the species, and the lack of specific reagents.</p>
</sec>
<sec><title>Rabbit Models</title>
<p>Rabbits (<italic>Oryctolagus cuniculus</italic>) are well known for their use in studying cardiovascular diseases, antibody production, and eye research. Rabbits were also employed to study pneumonia, although only a few models are available. Typical read-out parameters include survival, leukocyte infiltration of the lungs, lung pathology, and assessment of drug concentration in serum. One of the first studies on pneumococcal pneumonia in rabbits was performed in <xref ref-type="bibr" rid="B102">Kline and Winternitz (1913)</xref>. This study revealed that rabbits possess an active immunity if they have recovered from one attack of experimental pneumonia and they may subsequently resist repeated intra-tracheal dosages of pneumococci (<xref ref-type="bibr" rid="B102">Kline and Winternitz, 1913</xref>). In 1926 an infection by inhalation of Type I pneumococci was established in rabbits (<xref ref-type="bibr" rid="B213">Stillman and Branch, 1926</xref>). The bacteria infiltrated easily the lower respiratory tract and pneumococci which reached the lungs usually disappeared within hours and fatal septicemia appeared in some of the animals (<xref ref-type="bibr" rid="B213">Stillman and Branch, 1926</xref>). Most recent rabbit models of pneumococcal and staphylococcal pneumonia are based on intra-bronchial or intra-pulmonary infections which make them useful for pathogenesis (<xref ref-type="bibr" rid="B51">Diep et al., 2010</xref>, <xref ref-type="bibr" rid="B52">2017</xref>), as well as drug efficiency and efficacy studies (<xref ref-type="bibr" rid="B25">Cabellos et al., 1992</xref>; <xref ref-type="bibr" rid="B38">Croisier-Bertin et al., 2011</xref>). However, this infection route requires surgery and species-specific reagents are scarce. In IAV research rabbits are frequently used for antibody production and for studies on antibody kinetics following single or multiple IAV administrations (<xref ref-type="bibr" rid="B118">Loza-Tulimowska et al., 1977</xref>). Also, rabbits are used for safety investigations of vaccines (e.g., CoVaccine HT or Aflunov) (<xref ref-type="bibr" rid="B80">Heldens et al., 2010</xref>; <xref ref-type="bibr" rid="B66">Gasparini et al., 2012</xref>). In recent years the shedding of avian IAV by cottontails (<italic>Sylvilagus</italic> spp.) was investigated revealing that nasally and orally inoculated cottontails shed relatively large quantities of viral RNA (<xref ref-type="bibr" rid="B179">Root et al., 2014</xref>). Notably, low viral titers were found to be sufficient to initiate viral replication in cottontails (<xref ref-type="bibr" rid="B180">Root et al., 2017</xref>). However, despite their susceptibility to IAV infection, rabbits are only rarely used as model for IAV pathogenesis since they offer no improvement over other established infection models.</p>
</sec>
<sec><title>Non-human Primate Models</title>
<p>Macaques represent the major non-human primate for studying infectious diseases. They are omnivorous and adaptable. The species most commonly used are rhesus macaques (<italic>Macaca mulatta</italic>) and cynomolgus macaques (<italic>Macaca fasciluraris</italic>). Although it was shown early that macaques were susceptible to IAV (<xref ref-type="bibr" rid="B188">Saslaw et al., 1946</xref>), the animal models of choice remained ferrets and mice. Recently, macaques have been used to compare the pathogenesis of highly virulent 1918 pandemic IAV and the pathogenic bird flu strain (H5N1) with a conventional H1N1 strain (<xref ref-type="bibr" rid="B177">Rimmelzwaan et al., 2001</xref>). Cynomolgus macaques infected with highly pathogenic H5N1 developed acute respiratory distress syndrome, fever, and necrotizing pneumonia (<xref ref-type="bibr" rid="B177">Rimmelzwaan et al., 2001</xref>). The 1918 IAV strain induced dysregulation of the antiviral response leading to insufficient protection of the host, which in turn resulted in acute respiratory distress and a fatal outcome (<xref ref-type="bibr" rid="B103">Kobasa et al., 2007</xref>). The 2009 pandemic H1N1 US isolate caused severe pathological lesions in the lungs of the macaques (<xref ref-type="bibr" rid="B93">Itoh et al., 2009</xref>). The three studies mentioned above used combined intra-tracheal delivery of high doses of virus. A recent study by Marriott et al. analyzed the outcome of challenge routes, including inhaled aerosol and intra-nasal instillation with low to moderate doses of H1N1 in cynomolgus macaques (<xref ref-type="bibr" rid="B123">Marriott et al., 2016</xref>). Virus replication was detected in all challenge groups, although the disease remained sub-clinical.</p>
<p>In bacteriological studies non-human primates are rarely used. For group A streptococcal infection longitudinal transcriptome analyses were performed in experimental pharyngitis (<xref ref-type="bibr" rid="B242">Virtaneva et al., 2005</xref>) and lower respiratory tract infection in cynomolgus macaques (<xref ref-type="bibr" rid="B154">Olsen et al., 2010a</xref>). The lower respiratory tract disease observed in macaques after GAS infection mimicked the clinical and pathological features of severe bronchopneumonia in humans (<xref ref-type="bibr" rid="B154">Olsen et al., 2010a</xref>). Another study by Olsen and colleagues analyzed the contribution of PVL of a highly virulent USA300 <italic>S. aureus</italic> strain in respiratory infection (<xref ref-type="bibr" rid="B155">Olsen et al., 2010b</xref>). Although the lower respiratory tract disease observed in monkey mimicked the clinical and pathological features of early mild to moderate pneumonia in humans, no involvement of PVL in lung pathology or immune cell influx of the lungs could be detected (<xref ref-type="bibr" rid="B155">Olsen et al., 2010b</xref>). The same research group has developed a non-lethal IAV (H3N2)-<italic>S. aureus</italic> co-infection model in cynomolgus macaques (<xref ref-type="bibr" rid="B104">Kobayashi et al., 2013</xref>). Pneumonia progression was monitored by clinical parameters assessment, blood chemistry, nasal swabs, and pathology of the lungs. Seasonal IAV infection in healthy cynomolgus macaques caused mild pneumonia, but did not predispose the animals to subsequent severe infection with the USA300 clone (<xref ref-type="bibr" rid="B104">Kobayashi et al., 2013</xref>).</p>
<p>Although macaques are frequently used for evaluation of pneumococcal vaccine efficacy, including testing the impact of 13-valent pneumococcal conjugate vaccine and 23-valent pneumococcal polysaccharide vaccine on antigen-specific memory B cell repertoires (<xref ref-type="bibr" rid="B96">Jia et al., 2017</xref>), only two studies on pneumococcal carriage and pneumonia were conducted in the last decade. In 2013, Philipp and colleagues analyzed the carriage rate of pneumococcus in 158 colony animals. None of the surveyed rhesus macaques carried <italic>S. pneumoniae</italic> in the nasopharynx (<xref ref-type="bibr" rid="B164">Philipp et al., 2012</xref>). The authors concluded that rhesus macaque is probably not a natural host of pneumococci. But, when infants were colonized with 19F strain via nasopharyngeal instillation, the colonization was induced in eight of eight infants, lasted for 2 weeks in all animals and for 7 weeks in more than 60% (<xref ref-type="bibr" rid="B164">Philipp et al., 2012</xref>). The same group tested detoxified pneumolysin (dPly) and pneumococcal histidine triad protein D (PhtD) as potential vaccine candidates to prevent pneumonia (<xref ref-type="bibr" rid="B49">Denoel et al., 2011</xref>). After immunization the rhesus macaques were challenged with a 19F pneumococcal strain. AS02-adjuvanted PhtD-dPly vaccine protected the animals against <italic>S. pneumoniae</italic>-induced pneumonia, which was linked to the capacity (i) to greatly reduce bacterial load within the first week post-challenge and (ii) the levels of PhtD- and Ply-specific antibodies (<xref ref-type="bibr" rid="B49">Denoel et al., 2011</xref>). Although only a few macaque studies on pneumonia exist, due to the close proximity to humans in terms of physiology and immunity, these animals can be a good model in the context of translational studies evaluating therapeutics and prophylaxis.</p>
</sec>
<sec><title>Porcine Models</title>
<p>Despite the wide use of different animal models, the optimal <italic>in vivo</italic> model for human pneumonia remains to be identified. Small mammals including rodents are well known from a biological, genetic, and immunological point of view and are easy to maintain. The choice of these particular animals for infectious disease studies is often a result of a compromise between technical and financial options. However, they are also far from humans&#x2019; anatomy, physiology, immunology, and susceptibility to exclusively human pathogens. The experimental animal model should be chosen based on responses comparable to humans. Primates are usually legally reserved to specific topics. In this case, pigs could be an appropriate model system for studying infectious diseases including pneumonia (<bold>Figure <xref ref-type="fig" rid="F1">1</xref></bold>). The composition and size of the porcine genome is comparable to that of humans (<xref ref-type="bibr" rid="B77">Hart et al., 2007</xref>). In addition, human and porcine organs have many common features and functions (<xref ref-type="bibr" rid="B217">Swindle et al., 2012</xref>). The upper respiratory tract of humans and pigs, including the lymphoid tissue in the nasopharynx, is anatomically similar. Furthermore, like humans, pigs possess tonsils, which are absent in mice (<xref ref-type="bibr" rid="B86">Horter et al., 2003</xref>). A major advantage of studying infectious diseases by utilizing pigs as a host organism is that pigs have a full set of innate and adaptive immune effectors. According to whole genome sequencing results the porcine immune system resembles over 80% of the human immune system, whereas mice share less than 10% with humans (<xref ref-type="bibr" rid="B46">Dawson et al., 2016</xref>). Most of the immune cell compartments identified in humans are also present in pigs (<xref ref-type="bibr" rid="B165">Piriou-Guzylack and Salmon, 2008</xref>; <xref ref-type="bibr" rid="B59">Fairbairn et al., 2011</xref>). In contrast to mice and similar to humans, pigs have 50&#x2013;70% of circulating polymorph nuclear cells (<xref ref-type="bibr" rid="B59">Fairbairn et al., 2011</xref>). In addition, all functional cytokines or orthologs involved in Th1, Th2, Th17, and Treg paradigm and corresponding immune cells have been described in pigs (<xref ref-type="bibr" rid="B143">Murtaugh et al., 2009</xref>; <xref ref-type="bibr" rid="B99">Kaser et al., 2011</xref>; <xref ref-type="bibr" rid="B101">Kiros et al., 2011</xref>). Especially the very prominent human pro-inflammatory chemo-attractant, CXCL8, is present as an ortholog in pigs, whereas there is no homologue in mice (<xref ref-type="bibr" rid="B59">Fairbairn et al., 2011</xref>). In contrast to human monocytes, which can be divided in three subclasses (classical CD14<sup>+</sup>CD16<sup>-</sup>, non-classical CD14<sup>+</sup>CD16<sup>+</sup>, and intermediate CD14<sup>++</sup>CD16<sup>+</sup>), porcine monocytes consist of four subclasses (<xref ref-type="bibr" rid="B31">Chamorro et al., 2005</xref>; <xref ref-type="bibr" rid="B58">Fairbairn et al., 2013</xref>). Like human monocytes they express adhesion molecules, such as VLA-4 and LFA-1 and co-stimulatory molecules, including CD80 and CD86 (<xref ref-type="bibr" rid="B31">Chamorro et al., 2005</xref>).</p>
<p>The pig has previously been used to mimic a number of human infectious diseases. Examples for <italic>S. aureus</italic> infections with this model organism are wound infections (<xref ref-type="bibr" rid="B186">Sanden et al., 1989</xref>; <xref ref-type="bibr" rid="B216">Svedman et al., 1989</xref>), osteomyelitis (<xref ref-type="bibr" rid="B95">Jensen et al., 2010</xref>), and sepsis (<xref ref-type="bibr" rid="B150">Nielsen et al., 2009</xref>). Intravenous inoculation of piglets with pneumococci led to bacteremia during a 5 days period and was associated with fever and septic arthritis. Intranasal inoculation of piglets led to colonization for at least six consecutive days without causing clinical signs (<xref ref-type="bibr" rid="B47">De Greeff et al., 2016</xref>). In addition, research on respiratory infections of pigs by human pathogens including <italic>S. aureus</italic> (<xref ref-type="bibr" rid="B119">Luna et al., 2009</xref>), <italic>Mycobacterium tuberculosis</italic> (<xref ref-type="bibr" rid="B69">Gil et al., 2010</xref>), <italic>Bordetella pertussis</italic> (<xref ref-type="bibr" rid="B56">Elahi et al., 2007</xref>), <italic>Pseudomonas aeruginosa</italic> (<xref ref-type="bibr" rid="B119">Luna et al., 2009</xref>), and IAV (<xref ref-type="bibr" rid="B100">Khatri et al., 2010</xref>), was performed in recent years. The fact that pigs and humans are infected with identical subtypes of IAV (H1N1, H3N2), and show similar clinical presentation and pathogenesis, makes pigs an ideal model organism for studies on respiratory co-infections (<xref ref-type="bibr" rid="B236">Van Reeth et al., 1998</xref>). Especially IAV infections are already well established in swine (<xref ref-type="bibr" rid="B236">Van Reeth et al., 1998</xref>, <xref ref-type="bibr" rid="B237">2002a</xref>,<xref ref-type="bibr" rid="B238">b</xref>; <xref ref-type="bibr" rid="B98">Jung et al., 2007</xref>; <xref ref-type="bibr" rid="B100">Khatri et al., 2010</xref>; <xref ref-type="bibr" rid="B5">Barbe et al., 2011</xref>).</p>
<p>In addition to the limited number of publications on pigs and human pathogens, a lot can be translated and learned from studies on the porcine zoonotic pathogen <italic>Streptococcus suis. S. suis</italic> usually inhabits mucosal surfaces of tonsils, nares, genital and alimentary tract of piglets. Once the microbial balance is disturbed, the bacteria can cause meningitis, septicemia, arthritis, and pneumonia in pigs (<xref ref-type="bibr" rid="B212">Staats et al., 1997</xref>). Some <italic>S. suis</italic> strains are considered to be hyper-virulent and others hypo- or avirulent. In general, serotype 2 is most frequently isolated from diseased pigs (<xref ref-type="bibr" rid="B212">Staats et al., 1997</xref>). <italic>S. suis</italic> can also cause severe diseases in humans including septicemia, meningitis, arthritis, and streptococcal toxic shock syndrome (<xref ref-type="bibr" rid="B219">Tang et al., 2006</xref>; <xref ref-type="bibr" rid="B251">Yu et al., 2006</xref>; <xref ref-type="bibr" rid="B71">Gottschalk et al., 2007</xref>). Although many <italic>in vivo</italic> studies on <italic>S. suis</italic> have been performed by utilizing mice as a model organism (<xref ref-type="bibr" rid="B193">Seitz et al., 2012</xref>; <xref ref-type="bibr" rid="B4">Auger et al., 2016</xref>), several other studies have shown the advantage of using swine as a natural host for <italic>S. suis</italic> (<xref ref-type="bibr" rid="B9">Bi et al., 2014</xref>; <xref ref-type="bibr" rid="B62">Ferrando et al., 2015</xref>). A recent publication by Lin and colleagues on H1N1 and <italic>S. suis</italic> co-infected piglets demonstrated the synergistic effects of both pathogens (<xref ref-type="bibr" rid="B114">Lin et al., 2015</xref>). Co-infected piglets had more severe clinical presentation and pathological changes in the lung, as compared to animals infected with single pathogens (<xref ref-type="bibr" rid="B114">Lin et al., 2015</xref>). In addition, genes associated with immune responses, inflammatory cytokine production, and apoptotic pathways were highly overexpressed in the co-infected group (<xref ref-type="bibr" rid="B114">Lin et al., 2015</xref>). Although the porcine model seems to be ideal to mimic human infectious diseases, there are also disadvantages, including, e.g., requirement for specialized experimental animal facilities, time consuming management, high maintenance costs, and limited availability of transgenic animals.</p>
</sec>
</sec>
<sec><title><italic>Ex Vivo</italic> and <italic>In Vitro</italic> Complex Models of Pneumonia</title>
<p>Although the use of animals contributes greatly to our understanding of infectious diseases, human 3D-organotypic tissue models and <italic>ex vivo</italic> organ tissues should be considered, as they are most valuable tools to study host&#x2013;pathogen interactions in a more complex setting (<bold>Figure <xref ref-type="fig" rid="F1">1</xref></bold>). Tissue engineering approaches were originally focused on regenerative medicine (<xref ref-type="bibr" rid="B111">Langer and Vacanti, 1993</xref>). In contrast to standard monolayer cell cultures, tissue models much more closely resemble the 3D architecture, cellular composition, and matrix complexity of the respective organ. In recent years tissue engineering was also successfully employed in a number of studies in infectious diseases, including Zika virus infections of cerebral organoids (<xref ref-type="bibr" rid="B110">Lancaster et al., 2013</xref>; <xref ref-type="bibr" rid="B41">Dang et al., 2016</xref>), <italic>Helicobacter pylori</italic> infections of gastric epithelial organoids (<xref ref-type="bibr" rid="B129">McCracken et al., 2014</xref>; <xref ref-type="bibr" rid="B191">Schlaermann et al., 2016</xref>), <italic>Escherichia coli</italic> and Rotavirus infections of gastrointestinal and small intestinal enteroids (<xref ref-type="bibr" rid="B189">Saxena et al., 2015</xref>; <xref ref-type="bibr" rid="B241">VanDussen et al., 2015</xref>), <italic>Entamoeba histolytica</italic> or Hepatitis B virus infections of hepatic sinusoid tissue (<xref ref-type="bibr" rid="B161">Petropolis et al., 2014</xref>, <xref ref-type="bibr" rid="B162">2016</xref>), group A and G streptococcal or staphylococcal infections of skin tissue models (<xref ref-type="bibr" rid="B206">Siemens et al., 2015</xref>, <xref ref-type="bibr" rid="B204">2016</xref>; <xref ref-type="bibr" rid="B121">Mairpady Shambat et al., 2016</xref>), and staphylococcal and Andes hantavirus infections of human lung tissue (<xref ref-type="bibr" rid="B120">Mairpady Shambat et al., 2015</xref>; <xref ref-type="bibr" rid="B215">Sundstrom et al., 2016</xref>). The adaptability of these tissue-engineered models to multiple pathogens suggests a great potential for studies of infectious diseases. For instance, the lung tissue model relevant for pneumonia consists of lung fibroblasts embedded in a collagen matrix with a stratified epithelial layer on top (<xref ref-type="bibr" rid="B148">Nguyen Hoang et al., 2012</xref>). The engineered tissue is suitable for implanting and studying immune cells, including dendritic cells, monocytes, macrophages, and even peripheral blood mononuclear cells (<xref ref-type="bibr" rid="B148">Nguyen Hoang et al., 2012</xref>; <xref ref-type="bibr" rid="B120">Mairpady Shambat et al., 2015</xref>). A recent publication demonstrated a two-hit-event of lung pathology in staphylococcal necrotizing pneumonia (<xref ref-type="bibr" rid="B120">Mairpady Shambat et al., 2015</xref>). While the &#x03B1;-toxin had direct damaging effect on the lung epithelium, PVL induced lung pathology indirectly through the lysis of neutrophils (<xref ref-type="bibr" rid="B120">Mairpady Shambat et al., 2015</xref>). All the studies mentioned above highlight a significant progress in the field of infectious diseases not only from a scientific point of view but also by contributing to the three R principle of animal experimentation (<xref ref-type="bibr" rid="B184">Russell, 1995</xref>).</p>
<p>On these terms, the use of cultured <italic>ex vivo</italic> human organ biopsies, which are rare due to ethical considerations, is an additional option to study host&#x2013;pathogen interactions. This <italic>ex vivo</italic> system may overcome even the limitations of the engineered tissue. In recent years human <italic>ex vivo</italic> lung tissue infections with various microorganisms, including pneumococci (<xref ref-type="bibr" rid="B218">Szymanski et al., 2012</xref>; <xref ref-type="bibr" rid="B60">Fatykhova et al., 2015</xref>), <italic>Bacillus anthracis</italic> (<xref ref-type="bibr" rid="B30">Chakrabarty et al., 2007</xref>), <italic>Haemophilus influenzae</italic> (<xref ref-type="bibr" rid="B254">Zhang et al., 2016</xref>), and IAV (<xref ref-type="bibr" rid="B149">Nicholls et al., 2007</xref>; <xref ref-type="bibr" rid="B32">Chan et al., 2009</xref>), were performed. In the human setting, most of the work focused on tropism, severity of infections, release of inflammatory mediators, and replication rates of the microorganisms. In addition, recently also experiments on swine influenza virus (SIV) and <italic>S. suis</italic> co-infections of the porcine <italic>ex vivo</italic> lung slices were reported. Meng and colleagues showed that SIV promotes subsequent bacterial infections in a two-step process of which the first initial step was dependent on capsule expression, whereas the second step of bacterial invasion into deeper layers was capsule-independent and required virus-mediated damage (<xref ref-type="bibr" rid="B135">Meng et al., 2015</xref>). However, this is just a beginning and more investigations are needed to unravel the complexity underlying these highly invasive infections.</p>
<p>In summary, bacterial and viral co-infections of the respiratory tract are highly lethal and present a dramatic burden for the global health system. The synergy between bacterial and viral infectious agents is related to a variety of factors, including epithelial barrier damage, exaggerated innate immune response, and cytokine storm. Despite many advances in recent years, more knowledge on mechanisms and immunology of disease progression is needed. The synergistic mechanisms between viruses and bacteria leading to enhanced morbidity and mortality are poorly understood. <italic>In vivo</italic> characterizations of these severe infections are mainly performed in mice which poorly resemble the human physiology and immune system. Several efforts have been made to establish other models, including ferrets, guinea pigs, rabbits, rats, and non-human primates. However, all have limitations. Here, we suggest using the porcine model, which provides obvious advantages in studies of human infectious diseases and should be considered much more frequent for future studies on severe infectious diseases, including pneumonia.</p>
</sec>
<sec><title>Author Contributions</title>
<p>NS conceived the concept for this review article. NS and SO-H wrote the manuscript. NS, SO-H, TCM, BK, PV-W, and SH read, edited, and reviewed the manuscript.</p>
</sec>
<sec><title>Conflict of Interest Statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This research is supported by Federal Excellence Initiative of Mecklenburg Western Pomerania and European Social Fund (ESF) Grant KoInfekt (ESF_14-BM-A55-00xx_16).</p>
</fn>
</fn-group>
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